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The development of digital technology has significantly transformed consumer purchasing behavior in recent years. Shopping activities that were previously conducted in person have now shifted to e-commerce and social commerce platforms that offer greater convenience, speed, accessibility, and a variety of attractive promotions. Two platforms experiencing rapid growth in Indonesia are Shopee and TikTok Shop, both of which have gained popularity among diverse consumer segments. These platforms not only offer a wide range of products but also provide interactive shopping experiences through features such as promotions, live shopping, consumer reviews, personalized recommendations, and ease of transactions. This situation has led to notable changes in consumers' purchasing decision-making processes and preferences. Factors such as app usability, promotional strategies, consumer trust, social media influence, user engagement, and evolving digital lifestyles are becoming increasingly dominant in determining purchasing decisions. Therefore, this study aims to analyze the key factors influencing consumer purchasing decisions on the Shopee and TikTok Shop platforms in the digital era, as well as to provide deeper insights into consumer behavior in an increasingly digital marketplace.

TikTok Shop is a popular application that offers online shopping and interaction experiences for consumers. Marketers at TikTok Shop use various methods to encourage consumer decisions to make purchases. This study aims to determine the effect of celebrity endorsers, online customer reviews, and viral marketing on purchasing decisions for TikTok Shop e-commerce products. This study uses a quantitative method with a survey approach by providing questionnaires to respondents. The population studied was all people in Semarang City who have the TikTok Shop application and have purchased products through the application. A sample of 112 people was taken using the convenience sampling technique. Data were obtained through questionnaires and analyzed using multiple linear regression analysis, F test, R2 test, and t test. The results of the study indicate that celebrity endorsements have a positive and significant effect on consumer purchasing decisions for Tiktok Shop users in Semarang City. The increasing use of celebrity endorsements will encourage consumer decisions to buy. Online customer reviews have a positive and significant effect on consumer purchasing decisions for Tiktok Shop users in Semarang City. The more positive online customer reviews, the more it will encourage consumer decisions to buy. Viral marketing has a positive and significant effect on consumer purchasing decisions for Tiktok Shop users in Semarang City. The increasing use of viral marketing will encourage consumer decisions to buy.  

The rapid growth of TikTok Shop as a social commerce platform has led to the emergence of 'toxic content' produced by influencers as a marketing tactic that effectively influences Generation Z's shopping behavior. This study investigates the role of TikTok Shop influencers and their 'toxic content' in stimulating impulse buying behavior among Generation Z consumers in the fast fashion sector, focusing on the psychological mechanisms involved, the most frequently purchased product categories, and the broader impacts of these consumption patterns. A qualitative research approach with a phenomenological design was used, and data were gathered through in-depth interviews with eight informants: six Generation Z consumers aged 19–24 years and two active TikTok Shop fashion influencers, selected via purposive sampling. The data were analyzed using the interactive model of Miles, Huberman, and Saldaña (2014). Findings show that 'toxic content' acts as a stimulus within the Stimulus-Organism-Response (S-O-R) theoretical framework, triggering impulse buying within minutes by evoking positive emotions and urgency. The Fear of Missing Out (FOMO) mechanism, driven by emotional triggers like time scarcity, social proof, and exclusivity, was the most dominant psychological factor. The most commonly purchased items were tops, coordinated sets, aesthetic bottoms, locally-made footwear, and accessories. The effects of 'toxic content' are financial, psychological, social, and environmental. This study advances influencer marketing literature and provides insights into Generation Z’s consumer behavior in the social commerce age.

Micro, Small, and Medium Enterprises (MSMEs) play a strategic role in economic development; however, their competitiveness is often constrained by weak branding and limited digital marketing capabilities. This community engagement program aimed to strengthen brand identity and digital capacity of the “Pukle” catfish cracker MSME in Karangsuwung Village, Cirebon Regency, through an integrated branding and sharia-based digital marketing approach. A participatory–collaborative method was employed, consisting of needs assessment, Workshops, technical mentoring, and monitoring and evaluation. The interventions included the development of brand identity elements (logo, tagline, and visual guidelines), improvement of informative packaging, activation and optimization of WhatsApp Business, and utilization of TikTok Shop as a social commerce channel. In addition, a standard operating procedure for sharia-compliant digital content based on the principles of shiddiq (truthfulness), amanah (trustworthiness), fathanah (competence), and tabligh (communicativeness) was formulated to enhance consumer trust. The results indicate improvements in product professionalism, digital channel management, content consistency, and customer interaction. The integration of branding and sharia digital marketing proved relevant in building differentiation, expanding market access, and strengthening long-term business reputation. The program highlights that MSME digital transformation requires capacity building, continuous mentoring, and ethical value integration to ensure sustainable competitiveness.

This study evaluates the legal perspective concerning business competition in Indonesia regarding alleged abuse of dominant power in the competition between digital platforms TikTok Shop (including the acquisition of Tokopedia) and Shopee. The method applied is normative juridical with a case study approach, referring to Law Number 5 of 1999, particularly Articles 19–21 related to market control and Article 20 concerning below-cost selling practices. The analysis focuses on inter-platform integration, aggressive discount strategies, use of cross-platform data, as well as post-acquisition behavior that may hinder healthy competition. The assessment is conducted by considering market structure, business actors' behavior, and law enforcement efforts by the Business Competition Supervisory Commission (KPPU). Research findings indicate that although TikTok Shop has strong competitiveness following the acquisition, proving the existence of abuse of a dominant position requires meeting legal and economic provisions rigorously. Therefore, the implementation of conditional approval and remedial measures by the KPPU is considered a reasonable step to maintain a healthy business competition environment in the digital era.

This service examines the use of the social media platform of the tiktok application which acts as an effort to approach digital promotion for micro, small and medium enterprises in Krobokan village, Juwangi. Although MSMEs allocate an important role in sales products to the community, they do not fully understand digital media.This service applies a qualitative method by conducting interviews and socialization to the community which amounts to around 30 people consisting of 10 MSME business actors. The results of the interview identified MSME actors in Krobokan village who are not fully aware of the importance of understanding the development of social media as a marketing media tool, therefore we provide education about sales through online media because they only market products traditionally in the village environment. TikTok as a strategic means in supporting sales in today's digital era because the TikTok application is one of the highest platforms that are widely used today such as the TikTok Shop and Live TikTok features in strengthening the introduction of sales to customers through social media. This service concludes that from traditional marketing by word of mouth to marketing in the digital era that focuses on creative digital marketing, efforts have great potential in developing the community's economy in the current digital era.

This study is intended to identify the impact of Online Customer Reviews and Product Quality Perceptions on Skintific Purchase Decisions on TikTok Shop. This study applies a quantitative approach through causal methods. Involving 96 respondents who have purchased and used Skintific products on the platform. Data analysis was carried out through the stages of classical assumption tests (normality, multicollinearity, and heteroscedasticity), and used multiple linear regression to test the research hypothesis. The findings show that online customer reviews and product quality perceptions have a positive and significant influence on purchase decisions, both when tested individually and together. The adjusted coefficient of determination (Adjusted R²) reaches 0.875, which means that 87.5% of the variation in purchase decisions can be explained by the two independent variables, while the remaining 12.5% is influenced by external elements outside of this model. Among the two variables studied, Online Customer Reviews were proven to have a dominant influence on Purchase Decisions, with a higher Beta value than Product Quality Perception. This conclusion emphasizes that positive reviews from customers and a good view of product quality are the main drivers for consumers to purchase Skintific products on TikTok Shop. Thus, companies are advised to maintain product reputation through consistent quality as well as optimize digital communication strategies based on customer reviews to improve consumer purchasing decisions.

This study aims to analyze the influence of promotion, shopping convenience, advertising, recommendation, comment, and credibility factors on purchase intensity in the TikTok Shop platform among Indonesian households. The rapid development of social commerce services requires a deep understanding of factors driving online purchasing decisions, especially among families as primary users. A quantitative approach was employed, utilizing a Likert-scale questionnaire distributed online. The sample consisted of 150 active TikTok Shop users from various household backgrounds. Partial Least Squares Structural Equation Modeling (PLS-SEM) via SmartPLS was used to analyze the direct effects of each factor on purchase intensity. The results indicate that promotion, shopping convenience, and credibility significantly and positively influence purchase intensity, while advertising, recommendation, and comment have relatively weaker yet still relevant effects. These findings underscore the importance of effective promotional strategies, ease-of-shopping enhancements, and building platform credibility to boost purchase intensity within the household consumer segment. The practical implications can guide e-commerce practitioners and digital marketers in formulating adaptive marketing strategies in the era of social commerce.

The development of social media-based e-commerce, especially TikTok Shop, has created new challenges and opportunities in building customer loyalty, especially in the highly competitive local cosmetics industry. One of the most popular local brands is Emina, which targets young consumers with an affordable price approach and halal label. However, the level of customer loyalty is still a crucial issue that needs to be strengthened so that business sustainability is maintained. The urgency of this research lies in the need to understand how live streaming and halal labeling, as two relevant marketing strategies in the digital era, are able to shape purchasing interest that leads to customer loyalty. This study uses a quantitative approach with the PLS-SEM technique to test the relationship between variables with 115 TikTok Shop user respondents in Semarang City. The results show that live streaming and halal labeling have a significant effect on purchasing interest and customer loyalty, and purchasing interest is proven to mediate the relationship between the two variables and customer loyalty. These findings indicate the importance of integrating interactive visual approaches and religious belief values in digital marketing strategies for cosmetic products.

In the era of digitalization, social media has become central to consumer interaction and purchasing behavior, with platforms like TikTok Shop enabling users to engage, share experiences, and shop seamlessly. This research examines the influence of e-WOM on purchasing decisions for Somethinc products on TikTok Shop, with brand awareness as a mediating variable. A descriptive quantitative method was employed using purposive sampling, targeting 110 Indonesian consumers who use and purchase Somethinc products on TikTok Shop. Data were collected via a questionnaire with a 1–5 Likert scale and analyzed using SmartPLS version 3, including descriptive analysis, outer and inner model evaluation, and hypothesis testing. Based on the results of the direct effect analysis, it was found that e-WOM has a positive and significant effect on Purchasing Decisions and Brand Awareness, Brand Awareness has a positive and significant effect on Purchasing Decisions. Meanwhile, the results of the indirect effect analysis indicate that e-WOM has a positive and significant effect on Purchasing Decisions through Brand Awareness. These findings suggest that Somethinc can effectively increase brand awareness and drive purchasing decisions by prioritizing high-quality e-WOM content and consistent product performance on platforms such as TikTok Shop. In addition, Gen Z consumers benefit from actively engaging with credible peer reviews and experiences to make informed and confident purchasing decisions.

Limited digital literacy remains a challenge for micro, small, and medium enterprises (MSMEs) in utilizing social media as a marketing tool. MSMEs TSB LURE in Bangka Kota Village, South Bangka Regency, face problems in expanding their market reach because their marketing strategies are still conventional. This community service activity aims to improve the digital marketing capacity of MSMEs through the use of the TikTok platform. The method used is Participatory Action Research (PAR), which actively involves partners in every stage of the activity, from problem identification, digital literacy training, content production assistance, to the implementation of TikTok Shop with the yellow basket feature. The results of the activity showed significant improvements, namely an increase in followers from 15 to 245, an increase in promotional content from 0 to 12, audience interaction reaching more than 350, and 65 clicks on the yellow basket. These achievements not only increased product visibility but also fostered social change in the form of the emergence of creative youth groups, local leaders from SME actors, and new awareness about the use of digital technology in supporting the local creative economy.

This study aims to analyze oppurtunities, threats, and sales strategies through the Tiktok Shop and Tokopedua applications in the Tangerang area. Tiktok Shop and Tokopedia are two major E-Commerce platforms in Indonesia. Tiktok Shop utilizies short video trends and live streaming features to attract young consumers, while Tokopedia offers a strong E-Commerce infrastructure to support online transactions. E-Commerce is a process whereby buyers and sellers exchange information, money, and goods using electronic media. Data collection techniques were carried out through surveys targeting the community in the Tangerang area by distributing questionnaires and using documentation and literature studies that compiled secondary data from official documents published by the Ministry of Cooperatives and Small and Medium Enterprises, APJII, Data Reportal, and the Tangerang City Communication and Information Agency. The result of this study show that the collaboration between Tiktok Shop and Tokopedia opens up enormous growth opportunities, especially for businesses in the Tangerang area. Tangerang is a region with rapid growth in internet users. The younger generation, who actively use tiktok for both entertainment and shopping, is a highly potential consumer segment. Through this collaboration, businesses can reach markets that were previously difficult to penetrate through traditional marketing methods.

Penelitian ini mengkaji strategi pemasaran live shopping pada platform TikTok Shop dan pengaruhnya terhadap minat beli konsumen dengan pendekatan prinsip syariah. Dengan menggunakan metode kualitatif melalui studi pustaka sistematis, penelitian ini menganalisis strategi pemasaran digital seperti flash sale, interaksi langsung, dan promosi yang diterapkan dalam live shopping TikTok serta mengkaji bagaimana aspek etika dan kepatuhan syariah memengaruhi keputusan pembelian. Hasil penelitian menunjukkan bahwa integrasi antara strategi pemasaran modern dan prinsip syariah seperti kejujuran, keadilan, kemaslahatan produk, dan kesadaran tauhid mampu meningkatkan minat beli konsumen Muslim sekaligus membangun loyalitas dan citra positif pada platform. Temuan ini memberikan rekomendasi praktis bagi pelaku usaha untuk memformulasikan strategi pemasaran yang tidak hanya efektif secara komersial tetapi juga sesuai nilai-nilai Islam. Penelitian ini memberikan kontribusi baru dengan mengintegrasikan analisis strategi pemasaran live shopping TikTok Shop menggunakan pendekatan prinsip syariah secara komprehensif. Studi ini tidak hanya menilai efektivitas flash sale dan interaksi langsung dalam meningkatkan minat beli, tetapi juga mengevaluasi aspek kejujuran, keadilan, dan kemaslahatan produk yang jarang dikaji secara mendalam dalam konteks pemasaran digital Islami. Pendekatan ini menegaskan pentingnya integrasi nilai-nilai Islam dalam strategi pemasaran digital demi membangun loyalitas konsumen Muslim secara berkelanjutan.  

This study aims to examine the influence of live streaming, affiliate marketing, and perceived price on purchase decisions with customer trust as a mediating variable among students of Universitas Proklamasi 45. This study used a quantitative approach with a purposive sampling technique to determine 100 respondents relevant to the research criteria. The research instrument in the form of a structured questionnaire was distributed to obtain primary data, then analyzed using the Partial Least Squares (PLS) path model as a statistical analysis method. The results showed that the variables of live streaming, affiliate marketing, and perceived price simultaneously had a positive and significant effect on customer trust. Furthermore, customer trust was proven to have a significant influence on purchase decisions, thus understanding that customer trust is an important factor in driving purchase decisions. However, other results showed that live streaming did not directly influence purchase decisions. However, when mediated by customer trust, the influence of live streaming on purchase decisions became significant. These findings provide theoretical contributions to the development of digital marketing science, particularly in understanding the mediating role of customer trust in consumer behavior. In addition, practical implications for business actors are the importance of building consumer trust through live streaming strategies, affiliate marketing, and appropriate price offers to improve purchase decisions.

Perkembangan media sosial telah mengubah strategi pemasaran digital secara signifikan, dengan TikTok Shop menjadi salah satu kanal e-commerce yang berkembang pesat untuk memperkuat keterlibatan merek dan loyalitas konsumen. Penelitian ini bertujuan untuk menganalisis pengaruh komunikasi pemasaran online, konten marketing, dan brand engagement terhadap loyalitas merek pada platform TikTok Shop dengan studi kasus merek lokal Shiyu Shopeu. Pendekatan penelitian bersifat kuantitatif dengan desain survei potong lintang terhadap 120 responden yang dipilih secara purposive, mencakup konsumen aktif yang telah melakukan pembelian melalui TikTok Shop. Data primer diperoleh melalui kuesioner skala Likert lima poin, sedangkan analisis dilakukan menggunakan regresi linier berganda setelah melalui uji validitas, reliabilitas, dan asumsi klasik. Hasil penelitian menunjukkan ketiga variabel independen memiliki pengaruh positif dan signifikan terhadap loyalitas merek (nilai F-hitung = 103,26; Sig. < 0,001), dengan brand engagement sebagai variabel dominan (t-hitung = 5,922; Sig. < 0,001), sementara nilai R² = 0,692 mengindikasikan bahwa 69,2% variasi loyalitas merek dapat dijelaskan oleh model. Temuan ini menegaskan pentingnya interaksi emosional dan keterlibatan aktif konsumen dalam membangun komitmen merek di lingkungan digital yang dinamis. Penelitian ini berkontribusi dalam memperkaya literatur pemasaran digital, serta memberikan rekomendasi strategis bagi pelaku usaha untuk mengoptimalkan komunikasi daring dan konten kreatif guna meningkatkan loyalitas pelanggan secara berkelanjutan.

This study aims to determine the influence of affiliate marketing programs, price, and promotion on purchasing decisions for Mezuca perfume on TikTok Shop. As the digital era advances, social media platforms like TikTok serve not only as entertainment platforms but also as effective channels for marketing products through the TikTok Shop feature and affiliate programs. This strategy allows content creators to act as sales partners, directly influencing consumer decisions. This quantitative study utilizes primary data obtained through questionnaires distributed to 180 respondents who had purchased Mezuca perfume through Mamnun's TikTok Shop account. After a selection process using purposive sampling, 160 respondents met the criteria and were eligible for analysis. Data analysis was performed using SPSS software with various statistical tests, including descriptive statistics, validity and reliability tests, classical assumption tests, multiple linear regression analysis, t-tests, F-tests, and coefficients of determination (R²). The results indicate that affiliate marketing programs, price, and promotion simultaneously have a positive and significant effect on purchasing decisions. Partially, these three variables also show a significant positive influence on consumer decisions. These findings indicate that implementing effective digital marketing strategies, particularly through affiliate marketing, competitive pricing, and engaging promotions, plays a significant role in increasing consumer purchasing interest on social media platforms. This research offers practical implications for businesses in designing optimal and targeted digital marketing strategies.

Eid al-Fitr is increasingly experiencing a shift in meaning, transitioning from a purely religious celebration to one marked by heightened commercialization, especially in the fashion sector. As the holiday Eid approaches, consumers demonstrate a growing urgency to purchase fashion products reflects consumers' urgency to fulfill their appearance needs. This study aims to examine the influence of urgency and online shopping convenience on fashion product purchasing decisions among TikTok Shop consumers. A quantitative descriptive method was used with a total of 122 respondents selected through purposive sampling. Data were collected through questionnaires and analyzed using SPSS version 26. The results indicate that urgency has a positive and significant effect on purchasing decisions with a t-value of 5.260 > t-table 1.980, and online shopping convenience also has a significant effect with a t-value of 5.062 > t-table 1.980. Simultaneously, the F-value obtained was 39.813 > F-table 3.07, with a coefficient of determination (R²) of 0.401, indicating that both variables influence purchasing decisions by 40.1%. This study suggests that TikTok Shop needs to improve services such as the checkout process, transaction security, and user interface convenience. Furthermore, sellers are encouraged to apply urgency-based strategies, such as limited-time offers, to increase consumer purchase intention.

This study explores the influence of digital marketing, service quality, and product innovation on customer satisfaction among Skintific skincare consumers on TikTok Shop. Employing a quantitative, explanatory research design, the study used purposive sampling to collect 200 valid responses from consumers who had purchased Skintific products via TikTok Shop. Data were collected through an online questionnaire and analyzed using multiple linear regression with SPSS, preceded by validity, reliability, and classical assumption tests. The results revealed that product innovation had the most significant impact on customer satisfaction (β = 0.589, p < 0.001), followed by service quality (β = 0.343, p < 0.001). However, digital marketing did not have a significant direct effect on customer satisfaction (β = 0.019, p = 0.746). The model explained 86.9% of the variance in customer satisfaction (R² = 0.869), indicating strong combined effects from the three factors. These findings suggest that post-purchase factors, particularly product innovation and service quality, are more decisive in influencing customer satisfaction than promotional efforts alone. Managerial implications highlight the importance of continuous product development, enhancing service responsiveness and reliability, and integrating digital marketing with value delivery to optimize customer satisfaction. The study contributes to social commerce literature by clarifying the distinct roles of marketing, service quality, and innovation in the context of TikTok Shop, providing both theoretical insights and practical guidance for brand strategy in social commerce platforms. This research adds to the understanding of how businesses can strategically leverage product innovation and service excellence to enhance consumer satisfaction and foster long-term customer loyalty in the competitive social commerce landscape.

The TikTok application, which now offers the TikTok Shop feature, is one example of how significant changes in the digital commerce industry have been fueled by information technology advancements. This feature creates a real-time interactive experience by enabling customers to shop directly through live broadcasting. The purpose of this study is to examine how using the live streaming feature affects purchasing decisions, particularly for students at STAI Sangatta. 64 students enrolled in STAI Sangatta's Islamic Economics Study Program were given a questionnaire as part of this quantitative field study. Validity tests, reliability tests, t and f tests, simple linear regression, and classical assumptions were used to assess the data. The analysis's findings indicate that live broadcasting significantly influences consumers' decisions to buy. The resulting regression equation is Y = 10.166 - 0.742X. The hypothesis is supported since the t-value of 10.178 is greater than the t-table of 1.999 and has a significance level of 0.000 (p < 0.05). At 103.584, the F test is likewise significant. The influence of the live streaming variable is indicated by the coefficient of determination (R2) of 62.6%, whilst other elements not included in this research model influence 37.4%.

This study aims to reveal the influence of various factors in digital marketing on consumer purchases on the TikTok Shop platform. This study specifically aims to assess the impact of content marketing and online customer reviews on purchasing decisions with customer trust as an intervening variable on TikTok Shop customer in Pati. This study uses a quantitative method. The population studied was TikTok Shop consumers in the Pati area, with an unknown number. A total of 97 respondents were sampled through a non-probability sampling technique with a purposive sampling approach. Data analysis was carried out using SmartPls 3 software. The results of the study showed that content marketing had an influence on purchasing decisions, while online customer reviews did not have a significant influence. In addition, content marketing and online customer reviews had an effect on purchasing decisions. However, customer trust was not proven to influence purchasing decisions. Content marketing and online customer reviews also had no influence on purchasing decisions through customer trust as an intervening variable on TikTok Shop customer in Pati.